{"id":"W2591286011","doi":"10.1007/978-3-319-47773-2","title":"Post-Soviet Migration and Diasporas","year":2017,"lang":"en","type":"book","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Political science; Economic geography; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004543854,0.0001292255,0.0001947279,0.0000564162,0.0007134022,0.0002262118,0.0002015858,0.0003276818,0.002039271],"category_scores_gemma":[0.0001239124,0.000122841,0.00006352025,0.0000105181,0.0002624781,0.0003305605,0.00003056025,0.0001235103,0.0002422002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005658385,"about_ca_system_score_gemma":0.0006096027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0176035,"about_ca_topic_score_gemma":0.4890606,"domain_scores_codex":[0.9992311,0.00004072645,0.0001639372,0.0002399044,0.0001598176,0.000164509],"domain_scores_gemma":[0.9992818,0.00006384586,0.0001947579,0.0002262262,0.000121818,0.0001115176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006505946,0.00001756019,0.002977974,0.00004656994,0.00003777182,0.000002965772,0.04659168,1.837998e-7,0.000003547731,0.1549106,0.7832626,0.01214214],"study_design_scores_gemma":[0.00006306121,0.00002155094,0.00226839,0.00002140525,0.00002273123,3.511283e-7,0.001800043,0.000003865513,0.000002607209,0.01772561,0.9778708,0.0001996204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001843966,0.000617236,0.00002907599,0.001758431,0.0003326431,0.0002605999,0.00002379715,0.00005419788,0.9950801],"genre_scores_gemma":[0.004320916,0.002352108,0.00008427264,0.0003517368,0.0009884955,0.000008205077,0.0001079672,0.00001159929,0.9917747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4714571,"threshold_uncertainty_score":0.998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831903122041851,"score_gpt":0.2914286933890438,"score_spread":0.2631096621686252,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}